Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T21:37:54.477646Z
Paper Citation Record · LEDGER
S2 Chunking: A Hybrid Framework for Document Segmentation Through Integrated Spatial and Semantic Analysis
As of 19 August 2026, this Paper Citation Record lists 4 of 4 outbound references and 3 inbound Pith citation observations for arXiv:2501.05485.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-05T16:05:56.740055Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-06-28T18:42:29.510758Z
Reference resolution
4 of 4 outbound references displayed
- verified exact0
- verified fuzzy3
- unresolved1
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation bc7eb4dd-a280-4aa1-abdd-a1ffcc1a30eb · outbound
This paper cites Fixed-size chunking for efficient text processing.
S2 Chunking: A Hybrid Framework for Document Segmentation Through Integrated Spatial and Semantic Analysis Fixed-size chunking for efficient text processing
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T21:37:54.572037Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 7a319fce-317d-4f9c-b7df-d4830383de03 · outbound
This paper cites Is Semantic Chunking Worth the Computational Cost?.
S2 Chunking: A Hybrid Framework for Document Segmentation Through Integrated Spatial and Semantic Analysis Is Semantic Chunking Worth the Computational Cost?
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:37:54.466862Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 96d006e0-3ca1-499a-af52-2b75829febde · outbound
This paper cites Recursive chunking for hierarchical document anal- ysis.
S2 Chunking: A Hybrid Framework for Document Segmentation Through Integrated Spatial and Semantic Analysis Recursive chunking for hierarchical document anal- ysis
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T21:37:54.555398Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 76cdf907-86a3-4a15-b28b-46f28f94934e · outbound
This paper cites Challenges in semantic chunking of scientific documents.
S2 Chunking: A Hybrid Framework for Document Segmentation Through Integrated Spatial and Semantic Analysis Challenges in semantic chunking of scientific documents
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T21:37:54.537232Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Pith citing papers
Observation 0297e686-d812-48c6-825e-4c482486bd6f · inbound
Enhancing Document VQA Models via Retrieval-Augmented Generation cites this paper.
Enhancing Document VQA Models via Retrieval-Augmented Generation S2 Chunking: A Hybrid Framework for Document Segmentation Through Integrated Spatial and Semantic Analysis
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T16:05:56.740055Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 34f6a67d-bc85-406e-8822-7d73198246fa · inbound
An Agile Method for Implementing Retrieval Augmented Generation Tools in Industrial SMEs cites this paper.
An Agile Method for Implementing Retrieval Augmented Generation Tools in Industrial SMEs S2 Chunking: A Hybrid Framework for Document Segmentation Through Integrated Spatial and Semantic Analysis
Reference 73
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T14:39:45.173113Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 33059fb7-12d8-46a6-8cdb-679e48de8af7 · inbound
Chunking Methods on Retrieval-Augmented Generation - Effectiveness Evaluation Against Computational Cost and Limitations cites this paper.
Chunking Methods on Retrieval-Augmented Generation - Effectiveness Evaluation Against Computational Cost and Limitations S2 Chunking: A Hybrid Framework for Document Segmentation Through Integrated Spatial and Semantic Analysis
Reference 25
- Resolution
- verified exact
- arxiv_id, observed 2026-06-28T18:42:29.512394Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.